LSTM,CNN-LSTM,PSO-LSTM,PSO-CNN-LSTM做光伏功率预测,对比各种算法的误差评价指标。
LSTM预测结果评价指标:
RMSE = 8.2496
MSE = 68.0566
MAE = 5.1832
MAPE = 0.29202
CNN-LSTM预测结果评价指标:
RMSE = 0.98212
MSE = 0.96457
MAE = 0.72943
MAPE = 0.039879
PSO-CNN-LSTM预测结果评价指标:
RMSE = 0.68696
MSE = 0.32698
MAE = 0.66369
MAPE = 0.019963
ID:1280
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